{"id":"W1540671324","doi":"10.1016/j.stemcr.2015.05.010","title":"Precursor States of Brain Tumor Initiating Cell Lines Are Predictive of Survival in Xenografts and Associated with Glioblastoma Subtypes","year":2015,"lang":"en","type":"article","venue":"Stem Cell Reports","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; University of Calgary","funders":"National Science Council","keywords":"Biology; Stem cell; Progenitor cell; Transcriptome; Cancer research; Glioblastoma; Cancer stem cell; Progenitor; Cell culture; Oncology; Computational biology; Genetics; Gene; Gene expression","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002136432,0.0001434823,0.0002575729,0.0006261581,0.000150011,0.0005191403,0.0001156205,0.0001428461,0.0005318847],"category_scores_gemma":[0.0005981344,0.00007265626,0.0001001471,0.0004103231,0.0001792081,0.0001554255,0.0002457628,0.0002820072,0.0001334264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001453608,"about_ca_system_score_gemma":0.0001426665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007717895,"about_ca_topic_score_gemma":0.001158043,"domain_scores_codex":[0.9998804,0.00001875306,0.00001551074,0.00002860097,0.000034726,0.00002206134],"domain_scores_gemma":[0.9995587,0.00009763749,0.000146636,0.0000484439,0.00007694266,0.00007155672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001109652,0.00008961389,0.5681731,0.00006143795,0.00006496591,0.0003003777,0.0004561249,0.0006245566,0.4120174,0.0002294036,0.0001735954,0.01669987],"study_design_scores_gemma":[0.00001125777,0.0003959934,0.9386609,0.0000104288,0.00008910662,0.001230255,0.0004890488,0.001870787,0.05564182,0.0003259301,0.001262584,0.00001188938],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988876,0.0001562926,0.000457401,0.000007669798,0.000001116205,0.000009190145,0.0002462085,0.00001527926,0.0002193669],"genre_scores_gemma":[0.9983647,0.0001353312,0.0004933563,0.000009327295,0.000001636207,0.00001864233,0.0008295113,0.00000681231,0.0001406883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007717895,"threshold_uncertainty_score":0.001779318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01563179960621651,"score_gpt":0.2399482374026303,"score_spread":0.2243164377964137,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}